Presents a multi-attribute embedding model and interactive interface for visual exploration of wristwatch collections by extending UMAP with attribute-specific graphs and a class-aware layout term.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Systematic ablation of TrOCR fine-tuning for medieval HTR finds that freezing up to three encoder or six decoder layers does not significantly harm accuracy and that removing CLAHE contrast normalization yields comparable 7.84% CER on the Cortonese manuscript.
citing papers explorer
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A Multi-Attribute Latent Space for Visual Analysis of Watches
Presents a multi-attribute embedding model and interactive interface for visual exploration of wristwatch collections by extending UMAP with attribute-specific graphs and a class-aware layout term.
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TrOCR for Medieval HTR: A Systematic Ablation Study with Cross-Dataset Validation
Systematic ablation of TrOCR fine-tuning for medieval HTR finds that freezing up to three encoder or six decoder layers does not significantly harm accuracy and that removing CLAHE contrast normalization yields comparable 7.84% CER on the Cortonese manuscript.